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Linear Regression

Each subtopic includes About section, revision page link, 10 preview questions, and practice CTAs.

Lines of Regression (x on y, y on x)

Subtopic

Lines of Regression (x on y, y on x) under Linear Regression for Grade 12 ICSE.

About Topic & Revision

Preview questions (no answers)

  1. 1.

    If the regression line of yy on xx is y=ay = a, then byxb_{yx} is:

    A.

    aa

    B.

    1

    C.

    0

    D.

    Undefined

  2. 2.

    If byx=bxy=rb_{yx} = b_{xy} = r, then the standard deviations of xx and yy must be:

    A.

    Different

    B.

    Equal

    C.

    Zero

    D.

    One

  3. 3.

    What is the relation between byxb_{yx} and rr if σx=2σy\sigma_x = 2\sigma_y?

    A.

    byx=2rb_{yx} = 2r

    B.

    byx=r/2b_{yx} = r/2

    C.

    byx=rb_{yx} = r

    D.

    byx=4rb_{yx} = 4r

Download the worksheet for Linear Regression - Lines of Regression (x on y, y on x) to practice offline. It includes additional chapter-level practice questions.

Scatter Diagrams and Lines of Best Fit

Subtopic

Scatter Diagrams and Lines of Best Fit under Linear Regression for Grade 12 ICSE.

About Topic & Revision

Preview questions (no answers)

  1. 1.

    If byxb_{yx} is positive, then bxyb_{xy} must be:

    A.

    Negative

    B.

    Positive

    C.

    Zero

    D.

    Greater than 1

  2. 2.

    Linear regression analysis assumes that the relationship between the variables is a:

    A.

    Parabola

    B.

    Straight line

    C.

    Hyperbola

    D.

    Exponential curve

  3. 3.

    If r2=0.81r^2 = 0.81, then the magnitude of the correlation coefficient r|r| is:

    A.

    0.81

    B.

    0.9

    C.

    0.09

    D.

    0.405

Download the worksheet for Linear Regression - Scatter Diagrams and Lines of Best Fit to practice offline. It includes additional chapter-level practice questions.

Method of Least Squares

Subtopic

Method of Least Squares under Linear Regression for Grade 12 ICSE.

About Topic & Revision

Preview questions (no answers)

  1. 1.

    The value of r2r^2 ranges between:

    A.

    -1 to 1

    B.

    0 to 1

    C.

    0 to infinity

    D.

    -1 to 0

  2. 2.

    If the two regression coefficients are byx=4b_{yx} = 4 and bxy=1/9b_{xy} = 1/9, then rr is:

    A.

    4/9

    B.

    2/3

    C.

    16/81

    D.

    3/2

  3. 3.

    If r=1r = -1, the two regression lines:

    A.

    Are perpendicular

    B.

    Coincide and have a negative slope

    C.

    Coincide and have a positive slope

    D.

    Are parallel to the axes

Download the worksheet for Linear Regression - Method of Least Squares to practice offline. It includes additional chapter-level practice questions.

Regression Coefficients and their Properties

Subtopic

Regression Coefficients and their Properties under Linear Regression for Grade 12 ICSE.

About Topic & Revision

Preview questions (no answers)

  1. 1.

    If byx=1.5b_{yx} = 1.5 and r=0.75r = 0.75, find the value of the ratio σx/σy\sigma_x / \sigma_y.

    A.

    0.50.5

    B.

    2.02.0

    C.

    1.1251.125

    D.

    0.750.75

  2. 2.

    If byx=0.6b_{yx} = 0.6 and r=0.6r = 0.6, what is the value of the regression coefficient bxyb_{xy}?

    A.

    1.01.0

    B.

    0.60.6

    C.

    0.360.36

    D.

    0.10.1

  3. 3.

    If the product of the two regression coefficients is 0.490.49 and both coefficients are negative, find the value of the correlation coefficient rr.

    A.

    0.70.7

    B.

    0.7-0.7

    C.

    0.490.49

    D.

    0.49-0.49

Download the worksheet for Linear Regression - Regression Coefficients and their Properties to practice offline. It includes additional chapter-level practice questions.

Linear Regression - ICSE Class 12 Maths Notes & Revision | Krit.club